CN103713261B - The detection system of a kind of induction motor air-gap eccentric fault and detection method - Google Patents

The detection system of a kind of induction motor air-gap eccentric fault and detection method Download PDF

Info

Publication number
CN103713261B
CN103713261B CN201310730913.4A CN201310730913A CN103713261B CN 103713261 B CN103713261 B CN 103713261B CN 201310730913 A CN201310730913 A CN 201310730913A CN 103713261 B CN103713261 B CN 103713261B
Authority
CN
China
Prior art keywords
magnetic field
motor
field detection
induction motor
detection coil
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
CN201310730913.4A
Other languages
Chinese (zh)
Other versions
CN103713261A (en
Inventor
鲍晓华
吕强
方勇
王汉丰
程志恒
李福英
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Hefei University of Technology
Original Assignee
Hefei University of Technology
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Hefei University of Technology filed Critical Hefei University of Technology
Priority to CN201310730913.4A priority Critical patent/CN103713261B/en
Publication of CN103713261A publication Critical patent/CN103713261A/en
Application granted granted Critical
Publication of CN103713261B publication Critical patent/CN103713261B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Landscapes

  • Tests Of Circuit Breakers, Generators, And Electric Motors (AREA)

Abstract

The present invention discloses detection system and the detection method of a kind of induction motor air-gap eccentric fault, it is characterized in that: detection system is magnetic field detection coil array of arranging in the following manner on the same circumference face inside stator core: arrange each magnetic field detection ring on axially different position, in magnetic field detection ring, each magnetic field detection coil interval is arranged, between adjacent magnetic field detection ring, magnetic field detection coil quantity is equal, and is on the same parallel lines of axis correspondingly; The terminal box of the lead-in wire access induction motor of magnetic field detection coil; The input terminus of the output terminal access lower computer of terminal box, the input terminus of the output terminal access upper computer of lower computer; By analyzing contrast field signal feature, accurately judge induction motor air-gap eccentric fault type. The present invention can not only detection axis to even bias, also effectively detection axis to uneven bias, and can roughly judge minimal air gap position.

Description

The detection system of a kind of induction motor air-gap eccentric fault and detection method
Technical field
The present invention relates to a kind of method utilizing the stator core teeth portion field signal complicated air-gap eccentric fault kind of diagnosis induction motor and eccentric degree, belong to detection technique field.
Background technology
Rotating machine air gap eccentric centre is the phenomenon that between a kind of stator and rotor, radial air gap length is uneven, exists in nearly all motor all more or less. According to uneven distribution characteristics, air gap eccentric centre can be divided into axial even eccentric (static state bias, dynamic bias, mixing bias) and axial uneven bias (oblique bias, arc are eccentric) 2 kinds of base types, as shown in Figure 1. The reason of air gap eccentric centre is caused to have a lot, such as manufacturing and fixing error, bearing wear, shaft bending, nonuniform heating etc. Along with the increase of air gap eccentric centre, strong vibration, noise being caused to increase, bearing accelerates abrasion, even the stator and rotor catastrophe failure such as wiping mutually. Induction motor is widely used, demand big, and some induction motors, for driving important machinery, such as mining diving pump etc., once fault is shut down, not only can bring bigger financial loss, even may cause Serious Accident. Therefore, induction motor carries out fault of eccentricity diagnosis be necessary.
For on-line monitoring and the diagnosis problem of induction motor air-gap eccentric fault, Chinese scholars is done a lot of work. Induction motor utilizes electromagnetic induction effect between stator and rotor, in rotor induced currents to realize the device of energy converting between mechanical. For the distinctive constitutional features of cage-type induction machine, the research of its fault of eccentricity diagnostic techniques has become an independent research point. It is developed so far, mainly launches around stator winding current monitoring and stator and rotor vibration monitoring two broad aspect. Basic thought is that under searching eccentric state, stator winding electric current or machine shell vibrate the distinctive humorous wave component in signal, in this, as the foundation that air gap eccentric centre exists. But, although these methods simple and fast in the extraction of signal, but it is difficult to the multiple over-center type of complete identification, particularly axial uneven eccentricity issues. And with the detection class signal of other phenomenon of the failure such as rotor broken bar seemingly, be sometimes difficult to difference especially. Therefore, how accurately to judge whether induction motor exists air-gap eccentric fault, fault of eccentricity type and eccentric degree comprehensively, it is the research focus of current person skilled, be also the difficult problem faced.
Summary of the invention
For solving the weak point existing for above-mentioned prior art, the present invention provides detection system and the detection method of a kind of induction motor air-gap eccentric fault, by the stator teeth magnetic field of the multiple position of magnetic field detection Coil Detector, analyze contrast signal feature, to can accurately judge induction motor air-gap eccentric fault type.
The present invention is that technical solution problem adopts following technical scheme:
The detection system of a kind of induction motor air-gap eccentric fault, its feature is: described detection system is magnetic field detection coil array of arranging on the same circumference face inside stator core, being distributed as of each magnetic field detection coil in described magnetic field detection coil array: each magnetic field detection ring is set on axially different position, in described magnetic field detection ring, each magnetic field detection coil interval is arranged, between adjacent magnetic field detection ring, magnetic field detection coil quantity is equal, and is on the same parallel lines of axis correspondingly; The lead-in wire of magnetic field detection coil accesses the terminal box of described induction motor; The input terminus of the output terminal access lower computer of described terminal box, the input terminus of the output terminal access upper computer of described lower computer; The number of detection ring is n, is provided with m magnetic field detection coil in each detection ring; M is 4-8, n >=3.
Described magnetic field detection coil is for detecting the motor-field time-domain signal at its position place, and is conveyed into lower computer by terminal box;
Described lower computer is for being converted to motor-field spectrum signal by motor-field time-domain signal, and described motor-field spectrum signal is conveyed into upper computer;
Described upper computer is for showing described motor-field spectrum signal and corresponding position thereof.
Described magnetic field detection coil is arranged on the gullet base of described stator core.
It is provided with in described lower computer the signal amplifying apparatus that described motor-field time-domain signal amplifies.
Based on the detection method of said detecting system, its feature is to carry out as follows:
The motor-field time-domain signal at described its position place of magnetic field detection Coil Detector, and it is conveyed into lower computer by terminal box, described lower computer adopts Fast Fourier Transform (FFT) algorithm that motor-field time-domain signal is converted to motor-field spectrum signal, and described motor-field spectrum signal is conveyed into upper computer;
Described motor-field spectrum signal and position thereof are shown by described upper computer;
Motor-field spectrum signal according to upper computer and position thereof, judge the type of induction motor air-gap eccentric fault as follows:
If the fundamental voltage amplitude at the motor-field spectrum signal at same magnetic field detection ring different positions place and reduces gradually to both sides taking the fundamental voltage amplitude of the motor-field spectrum signal of a certain position as maximum value, then described induction motor occurs static eccentric;
If there is f in the motor-field spectrum signal being positioned on middle magnetic field detection ring1��frSideband, then described induction motor occurs dynamically eccentric; Wherein fr=f1(1-s)/p, f1For supply frequency, s is slip rate, and p is pole logarithm;
If the fundamental voltage amplitude of the motor-field spectrum signal of the magnetic field detection coil being on the same parallel lines of axis and reduces gradually to both sides taking the fundamental voltage amplitude of the motor-field spectrum signal of the magnetic field detection coil being positioned on middle magnetic field detection ring as maximum value, then described induction motor occurs that arc is eccentric;
If be on the same parallel lines of axis the fundamental voltage amplitude of motor-field spectrum signal of magnetic field detection coil be that the fundamental voltage amplitude to be positioned at the motor-field spectrum signal of magnetic field detection coil on outermost magnetic field detection ring as maximum value and reduces gradually to another side, then described induction motor occurs tiltedly eccentric;
If described induction motor occur static eccentric, dynamically eccentric, arc is eccentric and tiltedly eccentric in any two or more, then described induction motor occurs complicated eccentric;
When n is odd number, described in be positioned at middle magnetic field detection ring and refer to (n+1)/2 magnetic field detection ring; When n is even number, described in be positioned at middle magnetic field detection ring and refer to the n-th/2 or n/2+1 magnetic field detection ring.
The useful effect of the present invention is embodied in:
1, the present invention judges induction motor air gap eccentric centre type by the radial magnetic field signal of the multiple position of comparative analysis, can not only detection axis to even bias, also effectively detection axis to uneven bias, and can roughly judge minimal air gap position;
2, accurate and effective of the present invention, can make up and be difficult to the deficiency of detection axis to bias based on the diagnostic techniques of stator electric current and vibration performance, for safe operation and the trouble diagnosis of induction motor provides important reference.
Accompanying drawing explanation
Fig. 1 is induction motor air gap eccentric centre type schematic diagram;
Fig. 2 is whole detection equipment schematic diagram of the present invention;
Fig. 3 is magnetic field detection coil distribution schematic diagram;
Fig. 4 is magnetic field detection coil scheme of installation;
Number in the figure: 1 is induction motor, 2 is lower computer, and 3 is upper computer, and 4 is terminal box, and 5 is magnetic field detection coil, and 6 is the lead-in wire of magnetic field detection coil, and 7 is stator core.
Embodiment
As shown in Figures 2 and 3, the detection system of the present embodiment induction motor air-gap eccentric fault is magnetic field detection coil array of arranging on the same circumference face inside stator core 7, being distributed as of each magnetic field detection coil 5 in magnetic field detection coil array: each magnetic field detection ring is set on axially different position, in magnetic field detection ring, each magnetic field detection coil interval is arranged, between adjacent magnetic field detection ring, magnetic field detection coil quantity is equal, and is on the same parallel lines of axis correspondingly; The terminal box 4 of the lead-in wire 6 described induction motor of access of magnetic field detection coil; The input terminus of the output terminal access lower computer 2 of terminal box 4, the input terminus of the output terminal access upper computer 3 of lower computer 2; The number of detection ring is n, is provided with m magnetic field detection coil in each detection ring. As required, m is traditionally arranged to be 4-8, n >=3. For three-phase cage induction machine, by 50Hz three-phase symmetrical ac power supply, it is 3 that m is set to 6, n, arranges 18 magnetic field detection coils altogether.
Magnetic field detection coil 5 is for detecting the motor-field time-domain signal at its position place, and is conveyed into lower computer 2 by terminal box 4; Lower computer 2 is for being converted to motor-field spectrum signal by motor-field time-domain signal, and motor-field spectrum signal is conveyed into upper computer 3; Upper computer 3 is for showing motor-field spectrum signal and corresponding position thereof.
As shown in Figure 4, in concrete enforcement, magnetic field detection coil 5 is arranged on the gullet base of stator core 7, and the lead-in wire 6 of magnetic field detection coil is positioned at the bottom land of stator core 7 and is connected into terminal box 4. By cutting out part siliconized plate teeth portion, leave two narrow grooves and magnetic field detection coil is embedded at trench bottom. The lead-in wire of magnetic field detection coil is laid along stator groove, stretches out from End zone of stator core and leads to into terminal box. For induction motor, detection coil can be controlled in about 10mm along the axial length. If due to magnetic field detection coil, to install space sufficient and decrease the number of turn of detection coil, and then causes the magnetic field time-domain signal obtained faint, then can arrange in lower computer the signal amplifying apparatus that motor-field time-domain signal amplifies.
The detection method of the present embodiment carries out as follows:
The motor-field time-domain signal at its position place of magnetic field detection Coil Detector, and it is conveyed into lower computer by terminal box, lower computer adopts Fast Fourier Transform (FFT) algorithm that motor-field time-domain signal is converted to motor-field spectrum signal, and motor-field spectrum signal is conveyed into upper computer; Motor-field spectrum signal and position thereof are shown by upper computer;
Motor-field spectrum signal according to upper computer and position thereof, judge the type of induction motor air-gap eccentric fault as follows:
If the fundamental voltage amplitude at the motor-field spectrum signal at same magnetic field detection ring different positions place and reduces gradually to both sides taking the fundamental voltage amplitude of the motor-field spectrum signal of a certain position as maximum value, then induction motor occurs static eccentric;
If there is f in the motor-field spectrum signal being positioned on middle magnetic field detection ring1��frSideband, then induction motor occurs dynamically eccentric; Wherein fr=f1(1-s)/p, f1For supply frequency, s is slip rate, and p is pole logarithm;
If the fundamental voltage amplitude of the motor-field spectrum signal of the magnetic field detection coil being on the same parallel lines of axis and reduces gradually to both sides taking the fundamental voltage amplitude of the motor-field spectrum signal of the magnetic field detection coil being positioned on middle magnetic field detection ring as maximum value, then induction motor occurs that arc is eccentric;
If be on the same parallel lines of axis the fundamental voltage amplitude of motor-field spectrum signal of magnetic field detection coil be that the fundamental voltage amplitude to be positioned at the motor-field spectrum signal of magnetic field detection coil on outermost magnetic field detection ring as maximum value and reduces gradually to another side, then induction motor occurs tiltedly eccentric;
If induction motor occur static eccentric, dynamically eccentric, arc is eccentric and tiltedly eccentric in any two or more, then induction motor occurs complicated eccentric;
When n is even number, described in be positioned at middle magnetic field detection ring and refer to the n-th/2 or n/2+1 magnetic field detection ring.

Claims (5)

1. the detection system of an induction motor air-gap eccentric fault, it is characterized in that: described detection system is magnetic field detection coil array of arranging on the same circumference face inside stator core, being distributed as of each magnetic field detection coil in described magnetic field detection coil array: each magnetic field detection ring is set on axially different position, in described magnetic field detection ring, each magnetic field detection coil interval is arranged, between adjacent magnetic field detection ring, magnetic field detection coil quantity is equal, and is on the same parallel lines of axis correspondingly; The lead-in wire of magnetic field detection coil accesses the terminal box of described induction motor; The input terminus of the output terminal access lower computer of described terminal box, the input terminus of the output terminal access upper computer of described lower computer; The number of detection ring is n, is provided with m magnetic field detection coil in each detection ring; M is 4-8, n >=3.
2. the detection system of induction motor air-gap eccentric fault according to claim 1, it is characterised in that: described magnetic field detection coil is for detecting the motor-field time-domain signal at its position place, and is conveyed into lower computer by terminal box;
Described lower computer is for being converted to motor-field spectrum signal by motor-field time-domain signal, and described motor-field spectrum signal is conveyed into upper computer;
Described upper computer is for showing described motor-field spectrum signal and corresponding position thereof.
3. the detection system of induction motor air-gap eccentric fault according to claim 1 and 2, it is characterised in that: described magnetic field detection coil is arranged on the gullet base of described stator core.
4. the detection system of induction motor air-gap eccentric fault according to claim 1 and 2, it is characterised in that:
It is provided with in described lower computer the signal amplifying apparatus that described motor-field time-domain signal amplifies.
5. the detection method based on detection system described in claim 1, it is characterised in that carry out as follows:
The motor-field time-domain signal at described its position place of magnetic field detection Coil Detector, and it is conveyed into lower computer by terminal box, described lower computer adopts Fast Fourier Transform (FFT) algorithm that motor-field time-domain signal is converted to motor-field spectrum signal, and described motor-field spectrum signal is conveyed into upper computer;
Described motor-field spectrum signal and position thereof are shown by described upper computer;
Motor-field spectrum signal according to upper computer and position thereof, judge the type of induction motor air-gap eccentric fault as follows:
If the fundamental voltage amplitude at the motor-field spectrum signal at same magnetic field detection ring different positions place and reduces gradually to both sides taking the fundamental voltage amplitude of the motor-field spectrum signal of a certain position as maximum value, then described induction motor occurs static eccentric;
If there is f in the motor-field spectrum signal being positioned on middle magnetic field detection ring1��frSideband, then described induction motor occurs dynamically eccentric; Wherein fr=f1(1-s)/p, f1For supply frequency, s is slip rate, and p is pole logarithm;
If the fundamental voltage amplitude of the motor-field spectrum signal of the magnetic field detection coil being on the same parallel lines of axis and reduces gradually to both sides taking the fundamental voltage amplitude of the motor-field spectrum signal of the magnetic field detection coil being positioned on middle magnetic field detection ring as maximum value, then described induction motor occurs that arc is eccentric;
If be on the same parallel lines of axis the fundamental voltage amplitude of motor-field spectrum signal of magnetic field detection coil be that the fundamental voltage amplitude to be positioned at the motor-field spectrum signal of magnetic field detection coil on outermost magnetic field detection ring as maximum value and reduces gradually to another side, then described induction motor occurs tiltedly eccentric;
If described induction motor occur static eccentric, dynamically eccentric, arc is eccentric and tiltedly eccentric in any two or more, then described induction motor occurs complicated eccentric;
When n is odd number, described in be positioned at middle magnetic field detection ring and refer to (n+1)/2 magnetic field detection ring; When n is even number, described in be positioned at middle magnetic field detection ring and refer to the n-th/2 or n/2+1 magnetic field detection ring.
CN201310730913.4A 2013-12-26 2013-12-26 The detection system of a kind of induction motor air-gap eccentric fault and detection method Active CN103713261B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201310730913.4A CN103713261B (en) 2013-12-26 2013-12-26 The detection system of a kind of induction motor air-gap eccentric fault and detection method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201310730913.4A CN103713261B (en) 2013-12-26 2013-12-26 The detection system of a kind of induction motor air-gap eccentric fault and detection method

Publications (2)

Publication Number Publication Date
CN103713261A CN103713261A (en) 2014-04-09
CN103713261B true CN103713261B (en) 2016-06-01

Family

ID=50406388

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201310730913.4A Active CN103713261B (en) 2013-12-26 2013-12-26 The detection system of a kind of induction motor air-gap eccentric fault and detection method

Country Status (1)

Country Link
CN (1) CN103713261B (en)

Families Citing this family (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104124844B (en) * 2014-07-08 2016-08-17 扬州大学 Eliminate station and tilt the method that the vertical unit motor caused installs air gap inequality
CN104614673B (en) * 2015-02-25 2017-12-05 珠海派诺科技股份有限公司 A kind of motor gas-gap fault of eccentricity diagnostic method based on fuzzy reasoning
CN104965175B (en) * 2015-07-16 2017-10-10 华北电力大学(保定) A kind of detection method in the static fault of eccentricity orientation of power generator air gap and fault degree
CN105044601A (en) * 2015-08-25 2015-11-11 合肥工业大学 Eccentric detection apparatus using leakage magnetic field detection induction motor and detection method thereof
CN105044602A (en) * 2015-08-25 2015-11-11 合肥工业大学 Eccentricity detection apparatus for inductor motor and detection method thereof
CN105353305B (en) * 2015-11-17 2018-01-12 浙江大学 Rotor fault of eccentricity diagnostic method based on complete adaptive matrix beam
CN105676127A (en) * 2016-01-19 2016-06-15 合肥工业大学 Fault detection method and device for asynchronous motor
CN105698740B (en) * 2016-03-30 2018-06-29 同济大学 A kind of permanent magnet synchronous motor bias diagnostic method
CN108614212B (en) * 2018-04-16 2020-01-24 江苏大学 Decoupling diagnosis method and device for eccentricity and demagnetization faults of hub motor
CN109814030A (en) * 2019-04-01 2019-05-28 西北工业大学 A kind of diagnostic method of synchronous generator rotor air gap dynamic fault of eccentricity
JP7217682B2 (en) * 2019-08-09 2023-02-03 株式会社日立製作所 Diagnosis system and method for rotary electric machine
CN110531259B (en) * 2019-08-12 2020-08-18 西安交通大学 Electrical fault diagnosis method for induction motor based on magnetic leakage signal
CN112254956B (en) * 2020-10-10 2022-11-25 重庆邮电大学 Magnetoelectric integrated plastic micro-transmission system fault detection device and detection method thereof
CN112557901A (en) * 2020-12-01 2021-03-26 重庆邮电大学 Precise micro-motor detection device and method based on multiphase magnetoelectric induction
CN114460465A (en) * 2022-04-08 2022-05-10 华中科技大学 Method and system for judging eccentric fault of permanent magnet motor
CN115235333B (en) * 2022-09-22 2022-12-02 徐州方达电机有限公司 Main shaft dynamic eccentricity testing device based on induced current
CN116381489B (en) * 2023-04-20 2023-11-17 华北电力大学(保定) Method for detecting three-dimensional air gap eccentric faults of non-invasive high-capacity generator

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102262215A (en) * 2011-04-29 2011-11-30 华北电力大学(保定) Method for detecting stator and rotor air gap eccentric faults of large generator
CN103383433A (en) * 2013-07-03 2013-11-06 中国人民解放军海军工程大学 Method for state monitoring and early fault warning of stator core of ship generator
CN203616452U (en) * 2013-12-26 2014-05-28 合肥工业大学 Detection system of induction motor air gap eccentric faults

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2005069745A (en) * 2003-08-21 2005-03-17 Toyota Motor Corp Method and apparatus for locating insulation failure of stator

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102262215A (en) * 2011-04-29 2011-11-30 华北电力大学(保定) Method for detecting stator and rotor air gap eccentric faults of large generator
CN103383433A (en) * 2013-07-03 2013-11-06 中国人民解放军海军工程大学 Method for state monitoring and early fault warning of stator core of ship generator
CN203616452U (en) * 2013-12-26 2014-05-28 合肥工业大学 Detection system of induction motor air gap eccentric faults

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
基于定子振动特性的汽轮发电机气隙偏心故障程度鉴定方法研究;何玉灵等;《振动与冲击》;20121231;第31卷(第22期);第53-57页 *
感应电机气隙偏心故障研究综述及展望;鲍晓华等;《中国电机工程学报》;20130225;第33卷(第6期);第93-100页 *

Also Published As

Publication number Publication date
CN103713261A (en) 2014-04-09

Similar Documents

Publication Publication Date Title
CN103713261B (en) The detection system of a kind of induction motor air-gap eccentric fault and detection method
Plazenet et al. A comprehensive study on shaft voltages and bearing currents in rotating machines
Surya et al. A simplified frequency-domain detection of stator turn fault in squirrel-cage induction motors using an observer coil technique
CN203616452U (en) Detection system of induction motor air gap eccentric faults
Jung et al. Online diagnosis of induction motors using MCSA
Lamim Filho et al. Detection of stator winding faults in induction machines using flux and vibration analysis
Li et al. Performance analysis of a three-phase induction machine with inclined static eccentricity
JP6353694B2 (en) Deterioration diagnosis system
EP3191859B1 (en) Method and system for determining a synchronous machine fault condition
CN105698740B (en) A kind of permanent magnet synchronous motor bias diagnostic method
CN105044601A (en) Eccentric detection apparatus using leakage magnetic field detection induction motor and detection method thereof
Ehya et al. Static and dynamic eccentricity fault diagnosis of large salient pole synchronous generators by means of external magnetic field
Yousefi kia et al. Hybrid modelling of doubly fed induction generators with inter‐turn stator fault and its detection method using wavelet analysis
CN105044602A (en) Eccentricity detection apparatus for inductor motor and detection method thereof
Rafaq et al. Reliable airgap search coil based detection of induction motor rotor faults under false negative motor current signature analysis indications
Ehya et al. Comprehensive broken damper bar fault detection of synchronous generators
CN210072012U (en) Wind driven generator air gap eccentricity fault detection device
Sobra et al. Mechanical vibration analysis of induction machine under dynamic rotor eccentricity
Kucuker et al. Detection of mechanical imbalances of induction motors with instantaneous power signature analysis
Faiz et al. A review of application of signal processing techniques for fault diagnosis of induction motors–Part I
Gyftakis et al. Recent experiences with MCSA and flux condition monitoring of mechanical faults in 6kV induction motors for water pumping applications
Siddiqui et al. Detection of bearing fault in inverter fed induction motor by transformative techniques
WO2013156363A1 (en) Device and method for monitoring an eccentricity or a smallest air gap of a rotating electric machine
Mathew et al. Various Indices for Diagnosis of Air-gap Eccentricity Fault in Induction Motor-A Review
Fireteanu et al. Diagnosis of induction motor rotor faults based on finite element evaluation of voltage harmonics of coil sensors

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant